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0001Locate people in cluttered scenes by finding the 4 components -- head,
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Earlier:
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Earlier:
A1, A3, Add
Shimada, N., A4 Only:
CIAP99(1112-1115).
WWW Version.
9909
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9610
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PDF Version.
0108
BibRef
Earlier:
Finding People by Sampling,
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WWW Version. Find candidate parts then assemble tohse that are consistent with
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WWW Version.
0501
BibRef
Earlier:
ICCV03(734-741).
WWW Version.
0311
Award, Marr Prize.
BibRef
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0510
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0501
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Earlier:
A Real-Time System for Monitoring Pedestrians,
WACV05(I: 378-385).
WWW Version.
0502
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Cui, J.S.[Jin-Shi],
Zha, H.B.[Hong-Bin],
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CVIU(106), No. 2-3, May-June 2007, pp. 300-312.
WWW Version.
0705
BibRef
Earlier:
Robust Tracking of Multiple People in Crowds Using Laser Range Scanners,
ICPR06(IV: 857-860).
WWW Version.
0609People detection; People tracking; Laser scanner;
Accumulated distribution; RBMC-DAF
BibRef
Cui, J.S.[Jin-Shi],
Zha, H.B.[Hong-Bin],
Zhao, H.J.[Hui-Jing],
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IVC(26), No. 2, 1 February 2008, pp. 240-252.
WWW Version.
0711
BibRef
Earlier: A1, A3, A4:
Fusion of Detection and Matching Based Approaches for Laser Based
Multiple People Tracking,
CVPR06(I: 642-649).
WWW Version.
0606Multi-modal; Multiple people tracking; Laser scanner; Video camera;
Surveillance
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Xu, F.,
Liu, X.,
Fujimura, K.,
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0501
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Xu, F.[Fengliang],
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IEEE Abstract. IEEE Top Reference.
0310
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Wu, Y.[Ying],
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WWW Version.
0604
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Wu, Y.[Ying],
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CVPR05(I: 1023-1030).
WWW Version.
0507
BibRef
Earlier:
Tracking appearances with occlusions,
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IEEE Abstract. IEEE Top Reference.
0307
BibRef
Hua, G.[Gang],
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WWW Version.
0711Articulated body motion; Dynamic Markov network; Mean field Monte Carlo;
Variational inference; Maximum a posteriori estimation
BibRef
Wu, Y.[Ying],
Hua, G.[Gang],
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ICCV03(1094-1101).
WWW Version.
0311
BibRef
Ran, Y.[Yang],
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IJCV(71), No. 2, February 2007, pp. 143-160.
WWW Version.
0609
BibRef
Earlier:
An Efficient and Robust Human Classification Algorithm using Finite
Frequencies Probing,
OTCBVS04(132).
HTML Version.
0502Detect based on gait. Color and IR.
See also Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments.
BibRef
Ran, Y.[Yang],
Zheng, Q.F.[Qin-Fen],
Weiss, I.,
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ICIP05(II: 854-857).
WWW Version.
0512
BibRef
Munder, S.,
Gavrila, D.M.[Dariu M.],
An Experimental Study on Pedestrian Classification,
PAMI(28), No. 11, November 2006, pp. 1863-1868.
WWW Version.
PDF Version.
0609Dataset available:
HTML Version.
Dataset, Pedestrians. DaimlerChrysler Res.
Investigate global versus local and adaptive versus nonadaptive features.
PCA coefficients, Haar wavelets, and local receptive fields (LRFs).
SVM, Neural Nets, K-NN classifiers.
Combination of SVMs with LRF features performs best.
And boosted cascade of Haar wavelets is close.
BibRef
Mählisch, M.,
Oberländer, M.,
Löhlein, O.,
Gavrila, D.M., and
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A Multiple Detector Approach to Low-Resolution FIR
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IVS05(xx-yy).
PDF Version.
BibRef
0500
Gavrila, D.M.[Dariu M.],
Giebel, J.,
Munder, S.,
Vision-based pedestrian detection: the PROTECTOR system,
IVS04(13-18).
IEEE Abstract. IEEE Top Reference.
0411Although promising, not yet ready for prime time.
BibRef
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Looking at people,
AVSBS07(1-1).
WWW Version.
0709
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Munder, S.,
Schnorr, C.,
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ITS(9), No. 2, June 2008, pp. 333-343.
WWW Version.
0806
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Giebel, J.,
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Schnörr, C.,
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ECCV04(Vol IV: 241-252).
WWW Version.
PDF Version.
0405Integrate object detection. Apply to pedestrians.
For video examples:
WWW Version.
BibRef
Gavrila, D.M.[Dariu M.],
Sensor-based Pedestrian Protection,
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0100
Gavrila, D.M.,
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IJCV(73), No. 1, June 2007, pp. 41-59.
WWW Version.
0702
BibRef
Gavrila, D.M.[Dariu M.],
Pedestrian Detection from a Moving Vehicle,
ECCV00(II: 37-49).
WWW Version.
0003
BibRef
Gavrila, D.M.[Dariu M.],
Philomin, V.,
Real-Time Object Detection for Smart Vehicles,
ICCV99(87-93).
WWW Version.
PDF Version.
BibRef
9900
Hu, W.M.[Wei-Ming],
Wu, O.[Ou],
Chen, Z.Y.[Zhou-Yao],
Fu, Z.Y.[Zhou-Yu],
Maybank, S.J.[Steve J.],
Recognition of Pornographic Web Pages by Classifying Texts and Images,
PAMI(29), No. 6, June 2007, pp. 1019-1034.
WWW Version.
0704Decision tree divide into text and image pages to handle separately.
Image analyzed using contour features. Performs better than color alone.
BibRef
Bertozzi, M.,
Broggi, A.,
Caraffi, C.,
Del Rose, M.,
Felisa, M.,
Vezzoni, G.,
Pedestrian detection by means of far-infrared stereo vision,
CVIU(106), No. 2-3, May-June 2007, pp. 194-204.
WWW Version.
0705Keywords: Infrared; Stereo; Pedestrian detection
BibRef
Bertozzi, M.,
Broggi, A.,
Carletti, M.,
Fascioli, A.,
Graf, T.,
Grisleri, P.,
Meinecke, M.,
IR Pedestrian Detection for Advanced Driver Assistance Systems,
DAGM03(582-590).
HTML Version.
0310
BibRef
Bertozzi, M.,
Broggi, A.,
Grisleri, P.,
Tibaldi, A.,
Del Rose, M.,
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IEEE Abstract. IEEE Top Reference.
0411
BibRef
Broggi, A.,
Fascioli, A.,
Grisleri, P.,
Graf, T.,
Meinecke, M.,
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OTCBVS05(III: 1-1).
WWW Version.
0507
BibRef
Bertozzi, M.,
Binelli, E.,
Broggi, A.,
Del Rose, M.,
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OTCBVS05(III: 16-16).
WWW Version.
0507
BibRef
Fascioli, A.[Alessandra],
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Ghidoni, S.[Stefano],
Vision-based monitoring of pedestrian crossings,
CIAP07(566-574).
WWW Version.
0709
BibRef
Broggi, A.,
Fascioli, A.,
Carletti, M.,
Graf, T.,
Meinecke, M.,
A multi-resolution approach for infrared vision-based pedestrian
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IVS04(7-12).
IEEE Abstract. IEEE Top Reference.
0411
BibRef
Bertozzi, M.,
Broggi, A.,
Fascioli, A.,
Tibaldi, A.,
Chapuis, R.,
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Pedestrian localization and tracking system with Kalman filtering,
IVS04(584-589).
IEEE Abstract. IEEE Top Reference.
0411
BibRef
Dai, C.X.[Cong-Xia],
Zheng, Y.F.[Yun-Fei],
Li, X.[Xin],
Pedestrian detection and tracking in infrared imagery using shape and
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CVIU(106), No. 2-3, May-June 2007, pp. 288-299.
WWW Version.
0705
BibRef
Earlier:
Layered Representation for Pedestrian Detection and Tracking in
Infrared Imagery,
OTCBVS05(III: 13-13).
WWW Version.
0507Infrared imagery; Background mosaicing; Pedestrian detection;
Shape-based classification; Appearance-based localization;
Graph theoretic tracking; Shot segmentation; Polarity switch
BibRef
Parra Alonso, I.,
Fernandez Llorca, D.,
Sotelo, M.A.,
Bergasa, L.M.,
Revenga de Toro, P.,
Nuevo, J.,
Ocana, M.,
Garcia Garrido, M.A.,
Combination of Feature Extraction Methods for SVM Pedestrian Detection,
ITS(8), No. 2, April 2007, pp. 292-307.
WWW Version.
0706
BibRef
Wu, B.[Bo],
Nevatia, R.[Ram],
Detection and Tracking of Multiple, Partially Occluded Humans by
Bayesian Combination of Edgelet based Part Detectors,
IJCV(75), No. 2, November 2007, pp. 247-266.
WWW Version.
0710
BibRef
Earlier:
Tracking of Multiple, Partially Occluded Humans based on Static Body
Part Detection,
CVPR06(I: 951-958).
WWW Version.
0606
BibRef
And:
Tracking of Multiple Humans in Meetings,
V4HCI06(143).
WWW Version.
0609
BibRef
Earlier:
Detection of Multiple, Partially Occluded Humans in a Single Image by
Bayesian Combination of Edgelet Part Detectors,
ICCV05(I: 90-97).
WWW Version.
0510
BibRef
Wu, B.[Bo],
Nevatia, R.[Ram],
Simultaneous Object Detection and Segmentation by Boosting Local Shape
Feature based Classifier,
CVPR07(1-8).
WWW Version.
0706
BibRef
Wu, B.[Bo],
Nevatia, R.[Ram],
Cluster Boosted Tree Classifier for Multi-View, Multi-Pose Object
Detection,
ICCV07(1-8).
WWW Version.
0710
BibRef
Earlier:
Improving Part based Object Detection by Unsupervised, Online Boosting,
CVPR07(1-8).
WWW Version.
0706
BibRef
Wu, B.[Bo],
Zhang, L.[Li],
Singh, V.K.[Vivek Kumar],
Nevatia, R.[Ram],
Robust Object Tracking based on Detection with Soft Decision,
Motion08(1-8).
WWW Version.
0801
BibRef
Zhang, L.[Li],
Li, Y.[Yuan],
Nevatia, R.[Ramakant],
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CVPR08(1-8).
WWW Version.
PDF Version.
0806
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Zhang, L.[Li],
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Efficient scan-window based object detection using GPGPU,
CVGPU08(1-7).
WWW Version.
PDF Version.
0806
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Singh, V.K.[Vivek Kumar],
Wu, B.[Bo],
Nevatia, R.[Ramakant],
Pedestrian Tracking by Associating Tracklets using Detection Residuals,
Motion08(1-8).
WWW Version.
0801
BibRef
Zhang, L.[Li],
Wu, B.[Bo],
Nevatia, R.[Ram],
Detection and Tracking of Multiple Humans with Extensive Pose
Articulation,
ICCV07(1-8).
WWW Version.
0710
BibRef
And:
Pedestrian Detection in Infrared Images based on Local Shape Features,
OTCBVS07(1-8).
WWW Version.
0706
BibRef
Cao, X.B.,
Qiao, H.,
Keane, J.,
A Low-Cost Pedestrian-Detection System With a Single Optical Camera,
ITS(9), No. 1, March 2008, pp. 58-67.
WWW Version.
0803
BibRef
Nanni, L.,
Lumini, A.,
Ensemble of Multiple Pedestrian Representations,
ITS(9), No. 2, June 2008, pp. 365-369.
WWW Version.
0806
BibRef
Chen, Y.T.,
Chen, C.S.,
Fast Human Detection Using a Novel Boosted Cascading Structure With
Meta Stages,
IP(17), No. 8, August 2008, pp. 1452-1464.
WWW Version.
0808
BibRef
Tuzel, O.[Oncel],
Porikli, F.M.[Fatih M.],
Meer, P.[Peter],
Pedestrian Detection via Classification on Riemannian Manifolds,
PAMI(30), No. 10, October 2008, pp. 1713-1727.
WWW Version.
0810
BibRef
Earlier:
Human Detection via Classification on Riemannian Manifolds,
CVPR07(1-8).
WWW Version.
0706
BibRef
Tuzel, O.[Oncel],
Porikli, F.M.[Fatih M.],
Meer, P.[Peter],
Learning on lie groups for invariant detection and tracking,
CVPR08(1-8).
WWW Version.
0806
BibRef
Earlier:
Region Covariance: A Fast Descriptor for Detection and Classification,
ECCV06(II: 589-600).
WWW Version.
0608
BibRef
Earlier: A2, A1, A3:
Covariance Tracking using Model Update Based on Lie Algebra,
CVPR06(I: 728-735).
WWW Version.
0606
BibRef
Porikli, F.M.,
Tuzel, O.,
Fast Construction of Covariance Matrices for Arbitrary Size Image
Windows,
ICIP06(1581-1584).
0610
WWW Version.
BibRef
Leibe, B.[Bastian],
Schindler, K.[Konrad],
Cornelis, N.[Nico],
Van Gool, L.J.[Luc J.],
Coupled Object Detection and Tracking from Static Cameras and Moving
Vehicles,
PAMI(30), No. 10, October 2008, pp. 1683-1698.
WWW Version.
0810
BibRef
Earlier: A1, A2, A4, Only:
Coupled Detection and Trajectory Estimation for Multi-Object Tracking,
ICCV07(1-8).
WWW Version.
0710At each step search for global set of trajectories that best fit the data.
BibRef
Mu, Y.D.[Ya-Dong],
Yan, S.C.[Shui-Cheng],
Liu, Y.[Yi],
Huang, T.[Thomas],
Zhou, B.F.[Bing-Feng],
Discriminative local binary patterns for human detection in personal
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CVPR08(1-8).
WWW Version.
0806
BibRef
Zhang, C.[Cha],
Hamid, R.[Raffay],
Zhang, Z.Y.[Zheng-You],
Taylor expansion based classifier adaptation:
Application to person detection,
CVPR08(1-8).
WWW Version.
0806
BibRef
Li, L.Y.[Li-Yuan],
Leung, M.K.H.[Maylor K.H.],
Unsupervised learning of human perspective context using ME-DT for
efficient human detection in surveillance,
CVPR08(1-8).
WWW Version.
0806
BibRef
Eshel, R.[Ran],
Moses, Y.[Yael],
Homography based multiple camera detection and tracking of people in a
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CVPR08(1-8).
WWW Version.
0806
BibRef
El Nabbout, N.M.[Nathalie M.],
Zelek, J.S.[John S.],
Clausi, D.[David],
Automatically Detecting and Tracking People Walking through a
Transparent Door with Vision,
CRV08(171-178).
WWW Version.
0805
BibRef
Sim, C.H.[Chern-Horng],
Rajmadhan, E.[Ekambaram],
Ranganath, S.[Surendra],
A Two-Step Approach for Detecting Individuals within Dense Crowds,
AMDO08(xx-yy).
WWW Version.
0807
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Begard, J.,
Allezard, N.,
Sayd, P.,
Real-time human detection in urban scenes: Local descriptors and
classifiers selection with AdaBoost-like algorithms,
OTCBVS08(1-8).
WWW Version.
0806
BibRef
Earlier:
Real-Time Humans Detection in Urban Scenes,
BMVC07(xx-yy).
PDF Version.
0709
BibRef
Wang, C.C.R.[Chi-Chen Raxle],
Lien, J.J.J.[Jenn-Jier James],
AdaBoost Learning for Human Detection Based on Histograms of Oriented
Gradients,
ACCV07(I: 885-895).
WWW Version.
0711
BibRef
Ye, Q.X.[Qi-Xiang],
Jiao, J.B.[Jian-Bin],
Yu, H.[Hua],
Multi-posture Human Detection in Video Frames by Motion Contour
Matching,
ACCV07(I: 896-904).
WWW Version.
0711
BibRef
Pszczókowski, S.[Stefan],
Soto, A.[Alvaro],
Human Detection in Indoor Environments Using Multiple Visual Cues and a
Mobile Robot,
CIARP07(350-359).
WWW Version.
0711
BibRef
Hou, C.[Cong],
Ai, H.Z.[Hai-Zhou],
Lao, S.H.[Shi-Hong],
Multiview Pedestrian Detection Based on Vector Boosting,
ACCV07(I: 210-219).
WWW Version.
0711 See also High-Performance Rotation Invariant Multiview Face Detection.
BibRef
Goel, D.[Dhiraj],
Chen, T.H.[Tsu-Han],
Pedestrian Detection Using Global-Local Motion Patterns,
ACCV07(I: 220-229).
WWW Version.
0711
BibRef
And:
Real-Time Pedestrian Detection using Eigenflow,
ICIP07(III: 229-232).
WWW Version.
0709
BibRef
Chen, Y.T.[Yu-Ting],
Chen, C.S.[Chu-Song],
A Cascade of Feed-Forward Classifiers for Fast Pedestrian Detection,
ACCV07(I: 905-914).
WWW Version.
0711
BibRef
Gilbert, A.[Andrew],
Bowden, R.[Richard],
Multi Person Tracking Within Crowded Scenes,
HUMO07(166-179).
WWW Version.
0710
BibRef
Li, Y.[Yuan],
Ai, H.Z.[Hai-Zhou],
Fast Detection of Independent Motion in Crowds Guided by Supervised
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ICIP07(III: 341-344).
WWW Version.
0709
BibRef
Dong, J.F.[Jian-Fei],
Ge, J.F.[Jun-Feng],
Luo, Y.P.[Yu-Pin],
Nighttime Pedestrian Detection with Near Infrared using Cascaded
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ICIP07(VI: 185-188).
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And:
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0610
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BibRef
Earlier:
Human model for people detection in dynamic scenes,
ICPR06(I: 335-354).
WWW Version.
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0607
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Zhu, Q.A.[Qi-Ang],
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Bovyrin, A.,
Rodyushkin, K.,
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AVSBS05(219-223).
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0801
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Earlier:
Map-Enhanced Detection and Tracking from a Moving Platform with Local
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0609
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Ma, Y.Q.[Yun-Qian],
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ISVC06(I: 783-792).
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0611
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Castillo, C.[Carlos],
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0610
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Leibe, B.[Bastian],
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BMVC06(III:1169).
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And: A2, A1, A3:
Multiple Object Class Detection with a Generative Model,
CVPR06(I: 26-36).
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See also Efficient Clustering and Matching for Object Class Recognition.
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Earlier: A2, A1, A3:
Pedestrian Detection in Crowded Scenes,
CVPR05(I: 878-885).
WWW Version.
0507Pedestrians.
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0710
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Thomas, A.[Alexander],
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Tuytelaars, T.[Tinne],
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0502
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WACV05(I: 364-369).
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0502
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Owechko, Y.,
Medasani, S.,
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AttenPerf05(III: 91-91).
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0507
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Saisan, P.,
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Multi-View Classifier Swarms for Pedestrian Detection and Tracking,
OTCBVS05(III: 18-18).
WWW Version.
0507
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Li, L.Y.[Li-Yuan],
Koh, Y.T.[Ying Ting],
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Huang, W.M.[Wei-Min],
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ICARCV04(I: 74-79).
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0412
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Owechko, Y.[Yuri],
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Srinivasa, N.[Narayan],
Classifier Swarms for Human Detection in Infrared Imagery,
OTCBVS04(121).
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Sharma, V.[Vinay],
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Integrating Appearance and Motion Cues for Simultaneous Detection and
Segmentation of Pedestrians,
ICCV07(1-8).
WWW Version.
0710
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And:
Simultaneous Detection and Segmentation of Pedestrians using Top-down
and Bottom-up Processing,
VS07(1-8).
WWW Version.
0706
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Earlier:
Extraction of Person Silhouettes from Surveillance Imagery using MRFs,
WACV07(33-33).
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Davis, J.W.[James W.],
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ICPR04(IV: 713-716).
WWW Version.
0409
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Earlier:
Robust Background-Subtraction for Person Detection in Thermal Imagery,
OTCBVS04(128).
HTML Version.
0502
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Yasuno, M.[Masahiro],
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OTCBVS04(125).
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Zou, X.T.[Xiao-Tao],
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Coevolutionary Genetic Programming,
ICPR06(III: 556-559).
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0609
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Zou, X.T.[Xiao-Tao],
Bhanu, B.,
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OTCBVS05(III: 4-4).
WWW Version.
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Bhanu, B.[Bir],
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Moving Humans Detection Based on Multi-Modal Sensor Fusion,
OTCBVS04(136).
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Kruse, F.,
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Meis, U.,
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Lombardi, P.,
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Shashua, A.,
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IVS04(1-6).
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Dante, A.,
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0409
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Haga, T.,
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ICPR04(IV: 331-334).
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0409
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Mikolajczyk, K.[Krystian],
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0405
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Ronfard, R.,
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ECCV02(IV: 700 ff.).
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Liang, K.M.,
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Ramoser, H.,
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Ballerini, L.[Lucia],
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SCIA03(275-282).
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Lee, L.,
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Leo, M.,
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Lefee, D.,
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0411 See also Vehicle Detection by Means of Stereo Vision-Based Obstacles Features Extraction and Monocular Pattern Analysis.
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Vendrig, J.[Jeroen],
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CIVR02(175-185).
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Utsumi, A.,
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0110Uses edge images for base representations. Learn people or
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Stauffer, C.,
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Wöhler, C.,
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Heisele, B.[Bernd],
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Yamada, M.,
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Remagnino, P.,
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Kosugi, M.[Makoto],
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Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Counting People, Transportation System Monitoring, Crosswalks .